Classification of Alzheimer and MCI Phenotypes on MRI Data Using SVM.
K. R. Kruthika RajeswariAkshay PaiH. D. MaheshappaPublished in: SIRS (2017)
Keyphrases
- mri data
- ad patients
- support vector machine svm
- support vector
- support vector machine
- fully automatic
- svm classifier
- svm classification
- magnetic resonance imaging
- machine learning
- pilot study
- magnetic resonance images
- feature selection
- synthetic data
- feature vectors
- mr images
- feature space
- decision trees
- classification accuracy
- pattern recognition
- feature extraction
- brain tissue
- dt mri
- text classification
- white matter
- kernel function
- left ventricular
- mr imaging
- mri scans
- cortical thickness
- high quality